MaziyarPanahi / calme-3.1-llamaloi-3b

huggingface.co
Total runs: 2.9K
24-hour runs: -36
7-day runs: -102
30-day runs: 2.1K
Model's Last Updated: 11월 12 2024
text-generation

Introduction of calme-3.1-llamaloi-3b

Model Details of calme-3.1-llamaloi-3b

Calme-3 Models

This is avery small model, so it might not perform well for some prompts and may be sensitive to hyper parameters. I would appreciate any feedback to see if I can fix any issues in the next iteration. ❤️

MaziyarPanahi/calme-3.1-llamaloi-3b

This model is an advanced iteration of the powerful meta-llama/Llama-3.2-3B , specifically fine-tuned to enhance its capabilities in French Legal domain.

⚡ Quantized GGUF

All GGUF models are available here: MaziyarPanahi/calme-3.1-llamaloi-3b-GGUF

🏆 Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 24.01
IFEval (0-Shot) 73.75
BBH (3-Shot) 23.77
MATH Lvl 5 (4-Shot) 16.77
GPQA (0-shot) 4.14
MuSR (0-shot) 1.11
MMLU-PRO (5-shot) 24.50

Prompt Template

This model uses ChatML prompt template:

<|im_start|>system
{System}
<|im_end|>
<|im_start|>user
{User}
<|im_end|>
<|im_start|>assistant
{Assistant}

How to use


# Use a pipeline as a high-level helper

from transformers import pipeline

messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe = pipeline("text-generation", model="MaziyarPanahi/calme-3.1-llamaloi-3b")
pipe(messages)


# Load model directly

from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("MaziyarPanahi/calme-3.1-llamaloi-3b")
model = AutoModelForCausalLM.from_pretrained("MaziyarPanahi/calme-3.1-llamaloi-3b")

Ethical Considerations

As with any large language model, users should be aware of potential biases and limitations. We recommend implementing appropriate safeguards and human oversight when deploying this model in production environments.

Runs of MaziyarPanahi calme-3.1-llamaloi-3b on huggingface.co

2.9K
Total runs
-36
24-hour runs
-53
3-day runs
-102
7-day runs
2.1K
30-day runs

More Information About calme-3.1-llamaloi-3b huggingface.co Model

More calme-3.1-llamaloi-3b license Visit here:

https://choosealicense.com/licenses/llama3.2

calme-3.1-llamaloi-3b huggingface.co

calme-3.1-llamaloi-3b huggingface.co is an AI model on huggingface.co that provides calme-3.1-llamaloi-3b's model effect (), which can be used instantly with this MaziyarPanahi calme-3.1-llamaloi-3b model. huggingface.co supports a free trial of the calme-3.1-llamaloi-3b model, and also provides paid use of the calme-3.1-llamaloi-3b. Support call calme-3.1-llamaloi-3b model through api, including Node.js, Python, http.

calme-3.1-llamaloi-3b huggingface.co Url

https://huggingface.co/MaziyarPanahi/calme-3.1-llamaloi-3b

MaziyarPanahi calme-3.1-llamaloi-3b online free

calme-3.1-llamaloi-3b huggingface.co is an online trial and call api platform, which integrates calme-3.1-llamaloi-3b's modeling effects, including api services, and provides a free online trial of calme-3.1-llamaloi-3b, you can try calme-3.1-llamaloi-3b online for free by clicking the link below.

MaziyarPanahi calme-3.1-llamaloi-3b online free url in huggingface.co:

https://huggingface.co/MaziyarPanahi/calme-3.1-llamaloi-3b

calme-3.1-llamaloi-3b install

calme-3.1-llamaloi-3b is an open source model from GitHub that offers a free installation service, and any user can find calme-3.1-llamaloi-3b on GitHub to install. At the same time, huggingface.co provides the effect of calme-3.1-llamaloi-3b install, users can directly use calme-3.1-llamaloi-3b installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

calme-3.1-llamaloi-3b install url in huggingface.co:

https://huggingface.co/MaziyarPanahi/calme-3.1-llamaloi-3b

Url of calme-3.1-llamaloi-3b

calme-3.1-llamaloi-3b huggingface.co Url

Provider of calme-3.1-llamaloi-3b huggingface.co

MaziyarPanahi
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